We now verify empirically whether the RPCM define diffeomorphisms in practice. We compute Jacobian log-determinants of the flow trained on the 4-modal density taken from [1]} for \(10^6\)  points uniformly sampled on the sphere, and observe that all these are positive (see fig:diffeomorphism).
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